Overview
Brought to you by YData
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 72831 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 13.3 MiB |
| Average record size in memory | 192.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 4 |
| Numeric | 16 |
| Boolean | 2 |
Cloud3pm is highly overall correlated with Sunshine | High correlation |
MaxTemp is highly overall correlated with MinTemp and 2 other fields | High correlation |
MinTemp is highly overall correlated with MaxTemp and 2 other fields | High correlation |
Pressure3pm is highly overall correlated with Pressure9am | High correlation |
Pressure9am is highly overall correlated with Pressure3pm | High correlation |
Sunshine is highly overall correlated with Cloud3pm | High correlation |
Temp3pm is highly overall correlated with MaxTemp and 2 other fields | High correlation |
Temp9am is highly overall correlated with MaxTemp and 2 other fields | High correlation |
WindGustSpeed is highly overall correlated with WindSpeed3pm | High correlation |
WindSpeed3pm is highly overall correlated with WindGustSpeed | High correlation |
Rainfall has 50945 (69.9%) zeros | Zeros |
WindSpeed9am has 3018 (4.1%) zeros | Zeros |
Cloud9am has 3752 (5.2%) zeros | Zeros |
Cloud3pm has 2067 (2.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-19 16:18:21.024032 |
|---|---|
| Analysis finished | 2024-12-19 16:18:50.405574 |
| Duration | 29.38 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
Date
Date
| Distinct | 3361 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| Minimum | 2007-11-01 00:00:00 |
|---|---|
| Maximum | 2017-06-25 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Location
Categorical
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| Brisbane | 2434 |
|---|---|
| Cairns | 2381 |
| Darwin | 2289 |
| GoldCoast | 2276 |
| Townsville | 2245 |
| Other values (44) |
Length
| Max length | 16 |
|---|---|
| Median length | 11 |
| Mean length | 8.7626972 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Albury |
|---|---|
| 2nd row | Albury |
| 3rd row | Albury |
| 4th row | Albury |
| 5th row | Albury |
Common Values
| Value | Count | Frequency (%) |
| Brisbane | 2434 | 3.3% |
| Cairns | 2381 | 3.3% |
| Darwin | 2289 | 3.1% |
| GoldCoast | 2276 | 3.1% |
| Townsville | 2245 | 3.1% |
| Newcastle | 2213 | 3.0% |
| CoffsHarbour | 2197 | 3.0% |
| NorfolkIsland | 2165 | 3.0% |
| Sydney | 2105 | 2.9% |
| SalmonGums | 1945 | 2.7% |
| Other values (39) | 50581 |
Length
| Value | Count | Frequency (%) |
| brisbane | 2434 | 3.3% |
| cairns | 2381 | 3.3% |
| darwin | 2289 | 3.1% |
| goldcoast | 2276 | 3.1% |
| townsville | 2245 | 3.1% |
| newcastle | 2213 | 3.0% |
| coffsharbour | 2197 | 3.0% |
| norfolkisland | 2165 | 3.0% |
| sydney | 2105 | 2.9% |
| salmongums | 1945 | 2.7% |
| Other values (39) | 50581 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 57341 | 9.0% |
| a | 56790 | 8.9% |
| e | 53988 | 8.5% |
| o | 53508 | 8.4% |
| n | 44866 | 7.0% |
| l | 40908 | 6.4% |
| i | 35869 | 5.6% |
| t | 28345 | 4.4% |
| s | 22643 | 3.5% |
| d | 19634 | 3.1% |
| Other values (30) | 224304 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 638196 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 57341 | 9.0% |
| a | 56790 | 8.9% |
| e | 53988 | 8.5% |
| o | 53508 | 8.4% |
| n | 44866 | 7.0% |
| l | 40908 | 6.4% |
| i | 35869 | 5.6% |
| t | 28345 | 4.4% |
| s | 22643 | 3.5% |
| d | 19634 | 3.1% |
| Other values (30) | 224304 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 638196 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 57341 | 9.0% |
| a | 56790 | 8.9% |
| e | 53988 | 8.5% |
| o | 53508 | 8.4% |
| n | 44866 | 7.0% |
| l | 40908 | 6.4% |
| i | 35869 | 5.6% |
| t | 28345 | 4.4% |
| s | 22643 | 3.5% |
| d | 19634 | 3.1% |
| Other values (30) | 224304 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 638196 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 57341 | 9.0% |
| a | 56790 | 8.9% |
| e | 53988 | 8.5% |
| o | 53508 | 8.4% |
| n | 44866 | 7.0% |
| l | 40908 | 6.4% |
| i | 35869 | 5.6% |
| t | 28345 | 4.4% |
| s | 22643 | 3.5% |
| d | 19634 | 3.1% |
| Other values (30) | 224304 |
MinTemp
Real number (ℝ)
High correlation 
| Distinct | 317 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.926436 |
| Minimum | -3.6 |
|---|---|
| Maximum | 29.1 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 115 |
| Negative (%) | 0.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -3.6 |
|---|---|
| 5-th percentile | 5.4 |
| Q1 | 10.1 |
| median | 13.7 |
| Q3 | 17.8 |
| 95-th percentile | 23 |
| Maximum | 29.1 |
| Range | 32.7 |
| Interquartile range (IQR) | 7.7 |
Descriptive statistics
| Standard deviation | 5.3161439 |
|---|---|
| Coefficient of variation (CV) | 0.38173039 |
| Kurtosis | -0.506853 |
| Mean | 13.926436 |
| Median Absolute Deviation (MAD) | 3.8 |
| Skewness | 0.063170575 |
| Sum | 1014276.3 |
| Variance | 28.261386 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 576 | 0.8% |
| 13.9 | 536 | 0.7% |
| 13.2 | 536 | 0.7% |
| 12 | 534 | 0.7% |
| 13.4 | 520 | 0.7% |
| 12.8 | 519 | 0.7% |
| 12.5 | 519 | 0.7% |
| 13.3 | 517 | 0.7% |
| 13.5 | 515 | 0.7% |
| 11 | 515 | 0.7% |
| Other values (307) | 67544 |
| Value | Count | Frequency (%) |
| -3.6 | 1 | < 0.1% |
| -3.4 | 1 | < 0.1% |
| -3.3 | 2 | |
| -3.2 | 1 | < 0.1% |
| -3.1 | 2 | |
| -2.8 | 2 | |
| -2.5 | 3 | |
| -2.4 | 1 | < 0.1% |
| -2.3 | 1 | < 0.1% |
| -2.1 | 2 |
| Value | Count | Frequency (%) |
| 29.1 | 1 | < 0.1% |
| 28.6 | 1 | < 0.1% |
| 28.5 | 1 | < 0.1% |
| 28.3 | 3 | |
| 28.2 | 3 | |
| 28.1 | 1 | < 0.1% |
| 28 | 4 | |
| 27.9 | 4 | |
| 27.7 | 1 | < 0.1% |
| 27.6 | 3 |
MaxTemp
Real number (ℝ)
High correlation 
| Distinct | 317 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.145822 |
| Minimum | 10.2 |
|---|---|
| Maximum | 44.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 10.2 |
|---|---|
| 5-th percentile | 17.5 |
| Q1 | 21 |
| median | 24.8 |
| Q3 | 28.9 |
| 95-th percentile | 34 |
| Maximum | 44.9 |
| Range | 34.7 |
| Interquartile range (IQR) | 7.9 |
Descriptive statistics
| Standard deviation | 5.1428218 |
|---|---|
| Coefficient of variation (CV) | 0.20451993 |
| Kurtosis | -0.58947246 |
| Mean | 25.145822 |
| Median Absolute Deviation (MAD) | 3.9 |
| Skewness | 0.31769373 |
| Sum | 1831395.4 |
| Variance | 26.448616 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 559 | 0.8% |
| 22.2 | 536 | 0.7% |
| 20 | 534 | 0.7% |
| 21.2 | 522 | 0.7% |
| 20.8 | 522 | 0.7% |
| 23.4 | 522 | 0.7% |
| 22 | 521 | 0.7% |
| 24.8 | 515 | 0.7% |
| 20.4 | 515 | 0.7% |
| 22.5 | 511 | 0.7% |
| Other values (307) | 67574 |
| Value | Count | Frequency (%) |
| 10.2 | 1 | |
| 10.4 | 1 | |
| 10.6 | 1 | |
| 10.8 | 1 | |
| 11 | 1 | |
| 11.1 | 2 | |
| 11.4 | 2 | |
| 11.7 | 1 | |
| 11.8 | 2 | |
| 11.9 | 2 |
| Value | Count | Frequency (%) |
| 44.9 | 1 | < 0.1% |
| 44.8 | 1 | < 0.1% |
| 44.6 | 1 | < 0.1% |
| 44.4 | 1 | < 0.1% |
| 44.1 | 1 | < 0.1% |
| 43.9 | 1 | < 0.1% |
| 43.6 | 1 | < 0.1% |
| 43.5 | 3 | |
| 43.1 | 1 | < 0.1% |
| 42.9 | 1 | < 0.1% |
Rainfall
Real number (ℝ)
Zeros 
| Distinct | 424 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5650874 |
| Minimum | 0 |
|---|---|
| Maximum | 240 |
| Zeros | 50945 |
| Zeros (%) | 69.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.2 |
| 95-th percentile | 8.8 |
| Maximum | 240 |
| Range | 240 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 6.0940669 |
|---|---|
| Coefficient of variation (CV) | 3.8937551 |
| Kurtosis | 179.88644 |
| Mean | 1.5650874 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.186843 |
| Sum | 113986.88 |
| Variance | 37.137651 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 50945 | |
| 0.2 | 4005 | 5.5% |
| 0.4 | 1827 | 2.5% |
| 0.6 | 1188 | 1.6% |
| 0.8 | 921 | 1.3% |
| 2.349974074 | 820 | 1.1% |
| 1 | 773 | 1.1% |
| 1.2 | 687 | 0.9% |
| 1.4 | 609 | 0.8% |
| 1.6 | 513 | 0.7% |
| Other values (414) | 10543 | 14.5% |
| Value | Count | Frequency (%) |
| 0 | 50945 | |
| 0.1 | 66 | 0.1% |
| 0.2 | 4005 | 5.5% |
| 0.3 | 22 | < 0.1% |
| 0.4 | 1827 | 2.5% |
| 0.5 | 24 | < 0.1% |
| 0.6 | 1188 | 1.6% |
| 0.7 | 4 | < 0.1% |
| 0.8 | 921 | 1.3% |
| 0.9 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 240 | 1 | |
| 183.4 | 1 | |
| 182.6 | 1 | |
| 170.4 | 1 | |
| 165.2 | 1 | |
| 159.8 | 1 | |
| 157.8 | 1 | |
| 157.6 | 1 | |
| 156.8 | 1 | |
| 147.8 | 1 |
Evaporation
Real number (ℝ)
| Distinct | 102 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.365343 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 42 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.2 |
| Q1 | 4.8 |
| median | 5.4698242 |
| Q3 | 5.6 |
| 95-th percentile | 8.4 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 1.7027512 |
|---|---|
| Coefficient of variation (CV) | 0.31736111 |
| Kurtosis | 0.90642716 |
| Mean | 5.365343 |
| Median Absolute Deviation (MAD) | 0.33017578 |
| Skewness | -0.11517675 |
| Sum | 390763.3 |
| Variance | 2.8993618 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.469824216 | 31986 | |
| 4 | 2109 | 2.9% |
| 8 | 1896 | 2.6% |
| 5 | 1259 | 1.7% |
| 6 | 1225 | 1.7% |
| 5.4 | 1172 | 1.6% |
| 6.6 | 1149 | 1.6% |
| 5.8 | 1148 | 1.6% |
| 5.6 | 1142 | 1.6% |
| 6.2 | 1128 | 1.5% |
| Other values (92) | 28617 |
| Value | Count | Frequency (%) |
| 0 | 42 | 0.1% |
| 0.1 | 2 | < 0.1% |
| 0.2 | 72 | 0.1% |
| 0.3 | 4 | < 0.1% |
| 0.4 | 115 | |
| 0.5 | 3 | < 0.1% |
| 0.6 | 189 | |
| 0.7 | 6 | < 0.1% |
| 0.8 | 209 | |
| 0.9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 390 | |
| 9.9 | 2 | < 0.1% |
| 9.8 | 330 | |
| 9.7 | 3 | < 0.1% |
| 9.6 | 381 | |
| 9.5 | 5 | < 0.1% |
| 9.4 | 384 | |
| 9.3 | 6 | < 0.1% |
| 9.2 | 439 | |
| 9.1 | 4 | < 0.1% |
Sunshine
Real number (ℝ)
High correlation 
| Distinct | 142 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0049889 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 435 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7.6248531 |
| median | 7.6248531 |
| Q3 | 9.4 |
| 95-th percentile | 12.1 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 1.7751469 |
Descriptive statistics
| Standard deviation | 2.4457232 |
|---|---|
| Coefficient of variation (CV) | 0.30552487 |
| Kurtosis | 1.6358003 |
| Mean | 8.0049889 |
| Median Absolute Deviation (MAD) | 0.27514689 |
| Skewness | -0.61024456 |
| Sum | 583011.35 |
| Variance | 5.9815622 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.624853113 | 34722 | |
| 10.7 | 784 | 1.1% |
| 10.8 | 727 | 1.0% |
| 11 | 701 | 1.0% |
| 10.5 | 690 | 0.9% |
| 10.9 | 677 | 0.9% |
| 10.6 | 648 | 0.9% |
| 10.3 | 643 | 0.9% |
| 11.1 | 639 | 0.9% |
| 9.8 | 623 | 0.9% |
| Other values (132) | 31977 |
| Value | Count | Frequency (%) |
| 0 | 435 | |
| 0.1 | 113 | 0.2% |
| 0.2 | 136 | 0.2% |
| 0.3 | 131 | 0.2% |
| 0.4 | 101 | 0.1% |
| 0.5 | 108 | 0.1% |
| 0.6 | 91 | 0.1% |
| 0.7 | 117 | 0.2% |
| 0.8 | 92 | 0.1% |
| 0.9 | 105 | 0.1% |
| Value | Count | Frequency (%) |
| 14 | 10 | < 0.1% |
| 13.9 | 11 | < 0.1% |
| 13.8 | 38 | 0.1% |
| 13.7 | 43 | 0.1% |
| 13.6 | 97 | 0.1% |
| 13.5 | 85 | 0.1% |
| 13.4 | 146 | |
| 13.3 | 174 | |
| 13.2 | 244 | |
| 13.1 | 269 |
WindGustDir
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| W | |
|---|---|
| SE | |
| SSE | |
| E | |
| ENE | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.1127679 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | W |
|---|---|
| 2nd row | WNW |
| 3rd row | WSW |
| 4th row | W |
| 5th row | WNW |
Common Values
| Value | Count | Frequency (%) |
| W | 10362 | |
| SE | 5366 | 7.4% |
| SSE | 4890 | 6.7% |
| E | 4854 | 6.7% |
| ENE | 4565 | 6.3% |
| S | 4469 | 6.1% |
| SW | 4347 | 6.0% |
| WSW | 4214 | 5.8% |
| NE | 4173 | 5.7% |
| SSW | 4139 | 5.7% |
| Other values (6) | 21452 |
Length
| Value | Count | Frequency (%) |
| w | 10362 | |
| se | 5366 | 7.4% |
| sse | 4890 | 6.7% |
| e | 4854 | 6.7% |
| ene | 4565 | 6.3% |
| s | 4469 | 6.1% |
| sw | 4347 | 6.0% |
| wsw | 4214 | 5.8% |
| ne | 4173 | 5.7% |
| ssw | 4139 | 5.7% |
| Other values (6) | 21452 |
Most occurring characters
| Value | Count | Frequency (%) |
| W | 41404 | |
| S | 40337 | |
| E | 39620 | |
| N | 32514 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 153875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| W | 41404 | |
| S | 40337 | |
| E | 39620 | |
| N | 32514 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 153875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| W | 41404 | |
| S | 40337 | |
| E | 39620 | |
| N | 32514 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 153875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| W | 41404 | |
| S | 40337 | |
| E | 39620 | |
| N | 32514 |
WindGustSpeed
Real number (ℝ)
High correlation 
| Distinct | 59 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.931142 |
| Minimum | 9 |
|---|---|
| Maximum | 135 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 31 |
| median | 39 |
| Q3 | 46 |
| 95-th percentile | 61 |
| Maximum | 135 |
| Range | 126 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.403924 |
|---|---|
| Coefficient of variation (CV) | 0.28558973 |
| Kurtosis | 1.9089976 |
| Mean | 39.931142 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.94807464 |
| Sum | 2908225 |
| Variance | 130.04949 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39.98429166 | 5791 | 8.0% |
| 35 | 5250 | 7.2% |
| 39 | 4964 | 6.8% |
| 31 | 4638 | 6.4% |
| 37 | 4596 | 6.3% |
| 33 | 4486 | 6.2% |
| 41 | 4114 | 5.6% |
| 30 | 3679 | 5.1% |
| 43 | 3547 | 4.9% |
| 28 | 3222 | 4.4% |
| Other values (49) | 28544 |
| Value | Count | Frequency (%) |
| 9 | 5 | < 0.1% |
| 11 | 11 | < 0.1% |
| 13 | 59 | 0.1% |
| 15 | 150 | 0.2% |
| 17 | 271 | 0.4% |
| 19 | 503 | 0.7% |
| 20 | 823 | 1.1% |
| 22 | 1042 | |
| 24 | 1792 | |
| 26 | 2249 |
| Value | Count | Frequency (%) |
| 135 | 1 | < 0.1% |
| 122 | 1 | < 0.1% |
| 120 | 1 | < 0.1% |
| 113 | 1 | < 0.1% |
| 107 | 4 | < 0.1% |
| 106 | 1 | < 0.1% |
| 104 | 2 | < 0.1% |
| 102 | 10 | |
| 100 | 5 | |
| 98 | 10 |
WindDir9am
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| N | |
|---|---|
| SE | |
| SSE | |
| S | |
| E | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.1309058 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | W |
|---|---|
| 2nd row | NNW |
| 3rd row | W |
| 4th row | ENE |
| 5th row | W |
Common Values
| Value | Count | Frequency (%) |
| N | 9067 | |
| SE | 5667 | 7.8% |
| SSE | 5595 | 7.7% |
| S | 4910 | 6.7% |
| E | 4573 | 6.3% |
| SW | 4360 | 6.0% |
| NW | 4359 | 6.0% |
| ESE | 4201 | 5.8% |
| W | 4019 | 5.5% |
| SSW | 4012 | 5.5% |
| Other values (6) | 22068 |
Length
| Value | Count | Frequency (%) |
| n | 9067 | |
| se | 5667 | 7.8% |
| sse | 5595 | 7.7% |
| s | 4910 | 6.7% |
| e | 4573 | 6.3% |
| sw | 4360 | 6.0% |
| nw | 4359 | 6.0% |
| ese | 4201 | 5.8% |
| w | 4019 | 5.5% |
| ssw | 4012 | 5.5% |
| Other values (6) | 22068 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 41723 | |
| N | 39696 | |
| E | 39590 | |
| W | 34187 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 155196 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 41723 | |
| N | 39696 | |
| E | 39590 | |
| W | 34187 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 155196 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 41723 | |
| N | 39696 | |
| E | 39590 | |
| W | 34187 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 155196 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 41723 | |
| N | 39696 | |
| E | 39590 | |
| W | 34187 |
WindDir3pm
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| SE | |
|---|---|
| NE | |
| SSE | |
| E | |
| ENE | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.2059013 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | WNW |
|---|---|
| 2nd row | WSW |
| 3rd row | WSW |
| 4th row | NW |
| 5th row | W |
Common Values
| Value | Count | Frequency (%) |
| SE | 8559 | 11.8% |
| NE | 5129 | 7.0% |
| SSE | 4797 | 6.6% |
| E | 4737 | 6.5% |
| ENE | 4706 | 6.5% |
| ESE | 4672 | 6.4% |
| S | 4643 | 6.4% |
| W | 4622 | 6.3% |
| SW | 4409 | 6.1% |
| WSW | 4370 | 6.0% |
| Other values (6) | 22187 |
Length
| Value | Count | Frequency (%) |
| se | 8559 | 11.8% |
| ne | 5129 | 7.0% |
| sse | 4797 | 6.6% |
| e | 4737 | 6.5% |
| ene | 4706 | 6.5% |
| ese | 4672 | 6.4% |
| s | 4643 | 6.4% |
| w | 4622 | 6.3% |
| sw | 4409 | 6.1% |
| wsw | 4370 | 6.0% |
| Other values (6) | 22187 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 45433 | |
| S | 43285 | |
| W | 36617 | |
| N | 35323 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 160658 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 45433 | |
| S | 43285 | |
| W | 36617 | |
| N | 35323 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 160658 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 45433 | |
| S | 43285 | |
| W | 36617 | |
| N | 35323 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 160658 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 45433 | |
| S | 43285 | |
| W | 36617 | |
| N | 35323 |
WindSpeed9am
Real number (ℝ)
Zeros 
| Distinct | 33 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.089066 |
| Minimum | 0 |
|---|---|
| Maximum | 57 |
| Zeros | 3018 |
| Zeros (%) | 4.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 13 |
| Q3 | 19 |
| 95-th percentile | 30 |
| Maximum | 57 |
| Range | 57 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.3775601 |
|---|---|
| Coefficient of variation (CV) | 0.59461431 |
| Kurtosis | 0.90723741 |
| Mean | 14.089066 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.73602792 |
| Sum | 1026120.8 |
| Variance | 70.183513 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 7177 | 9.9% |
| 13 | 6926 | 9.5% |
| 11 | 6117 | 8.4% |
| 17 | 5728 | 7.9% |
| 15 | 5626 | 7.7% |
| 7 | 5465 | 7.5% |
| 6 | 4619 | 6.3% |
| 19 | 4597 | 6.3% |
| 20 | 4139 | 5.7% |
| 4 | 3377 | 4.6% |
| Other values (23) | 19060 |
| Value | Count | Frequency (%) |
| 0 | 3018 | |
| 2 | 2156 | 3.0% |
| 4 | 3377 | |
| 6 | 4619 | |
| 7 | 5465 | |
| 9 | 7177 | |
| 11 | 6117 | |
| 13 | 6926 | |
| 14.001988 | 882 | 1.2% |
| 15 | 5626 |
| Value | Count | Frequency (%) |
| 57 | 6 | < 0.1% |
| 56 | 22 | < 0.1% |
| 54 | 11 | < 0.1% |
| 52 | 35 | < 0.1% |
| 50 | 35 | < 0.1% |
| 48 | 38 | 0.1% |
| 46 | 88 | |
| 44 | 73 | |
| 43 | 99 | |
| 41 | 144 |
WindSpeed3pm
Real number (ℝ)
High correlation 
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.348591 |
| Minimum | 0 |
|---|---|
| Maximum | 65 |
| Zeros | 333 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 13 |
| median | 19 |
| Q3 | 24 |
| 95-th percentile | 33 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.3696137 |
|---|---|
| Coefficient of variation (CV) | 0.43256968 |
| Kurtosis | 0.60386707 |
| Mean | 19.348591 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.54019728 |
| Sum | 1409177.2 |
| Variance | 70.050434 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 6409 | 8.8% |
| 20 | 6308 | 8.7% |
| 19 | 5994 | 8.2% |
| 13 | 5971 | 8.2% |
| 15 | 5763 | 7.9% |
| 24 | 4940 | 6.8% |
| 22 | 4729 | 6.5% |
| 11 | 4479 | 6.1% |
| 9 | 4179 | 5.7% |
| 28 | 3686 | 5.1% |
| Other values (27) | 20373 |
| Value | Count | Frequency (%) |
| 0 | 333 | 0.5% |
| 2 | 313 | 0.4% |
| 4 | 904 | 1.2% |
| 6 | 1476 | 2.0% |
| 7 | 2369 | 3.3% |
| 9 | 4179 | |
| 11 | 4479 | |
| 13 | 5971 | |
| 15 | 5763 | |
| 17 | 6409 |
| Value | Count | Frequency (%) |
| 65 | 8 | < 0.1% |
| 63 | 1 | < 0.1% |
| 61 | 10 | < 0.1% |
| 59 | 4 | < 0.1% |
| 57 | 13 | < 0.1% |
| 56 | 21 | < 0.1% |
| 54 | 28 | < 0.1% |
| 52 | 32 | |
| 50 | 73 | |
| 48 | 65 |
Humidity9am
Real number (ℝ)
| Distinct | 62 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.639528 |
| Minimum | 30 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 57 |
| median | 66 |
| Q3 | 75 |
| 95-th percentile | 86 |
| Maximum | 90 |
| Range | 60 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 12.97843 |
|---|---|
| Coefficient of variation (CV) | 0.19772278 |
| Kurtosis | -0.47261101 |
| Mean | 65.639528 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.28285368 |
| Sum | 4780592.5 |
| Variance | 168.43964 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65 | 2116 | 2.9% |
| 68 | 2053 | 2.8% |
| 67 | 2042 | 2.8% |
| 69 | 2034 | 2.8% |
| 66 | 2011 | 2.8% |
| 64 | 1998 | 2.7% |
| 70 | 1985 | 2.7% |
| 63 | 1956 | 2.7% |
| 71 | 1952 | 2.7% |
| 62 | 1925 | 2.6% |
| Other values (52) | 52759 |
| Value | Count | Frequency (%) |
| 30 | 112 | 0.2% |
| 31 | 134 | 0.2% |
| 32 | 151 | |
| 33 | 148 | |
| 34 | 199 | |
| 35 | 243 | |
| 36 | 268 | |
| 37 | 248 | |
| 38 | 328 | |
| 39 | 351 |
| Value | Count | Frequency (%) |
| 90 | 672 | |
| 89 | 823 | |
| 88 | 798 | |
| 87 | 911 | |
| 86 | 902 | |
| 85 | 1063 | |
| 84 | 1124 | |
| 83 | 1191 | |
| 82 | 1315 | |
| 81 | 1334 |
Humidity3pm
Real number (ℝ)
| Distinct | 62 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.784011 |
| Minimum | 20 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 37 |
| median | 50 |
| Q3 | 60 |
| 95-th percentile | 74 |
| Maximum | 80 |
| Range | 60 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 15.00211 |
|---|---|
| Coefficient of variation (CV) | 0.30752105 |
| Kurtosis | -0.8695459 |
| Mean | 48.784011 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.0023303222 |
| Sum | 3552988.3 |
| Variance | 225.06331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 51.48260609 | 2340 | 3.2% |
| 52 | 1590 | 2.2% |
| 51 | 1583 | 2.2% |
| 57 | 1563 | 2.1% |
| 55 | 1559 | 2.1% |
| 53 | 1558 | 2.1% |
| 54 | 1523 | 2.1% |
| 56 | 1518 | 2.1% |
| 59 | 1516 | 2.1% |
| 50 | 1513 | 2.1% |
| Other values (52) | 56568 |
| Value | Count | Frequency (%) |
| 20 | 680 | |
| 21 | 729 | |
| 22 | 798 | |
| 23 | 880 | |
| 24 | 870 | |
| 25 | 971 | |
| 26 | 1020 | |
| 27 | 1039 | |
| 28 | 1084 | |
| 29 | 1067 |
| Value | Count | Frequency (%) |
| 80 | 406 | |
| 79 | 454 | |
| 78 | 474 | |
| 77 | 485 | |
| 76 | 563 | |
| 75 | 594 | |
| 74 | 682 | |
| 73 | 644 | |
| 72 | 807 | |
| 71 | 859 |
Pressure9am
Real number (ℝ)
High correlation 
| Distinct | 252 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1016.5817 |
| Minimum | 1000 |
|---|---|
| Maximum | 1025 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 1007.8 |
| Q1 | 1013.6 |
| median | 1017.6538 |
| Q3 | 1019.9 |
| 95-th percentile | 1023.7 |
| Maximum | 1025 |
| Range | 25 |
| Interquartile range (IQR) | 6.3 |
Descriptive statistics
| Standard deviation | 4.7388154 |
|---|---|
| Coefficient of variation (CV) | 0.0046615196 |
| Kurtosis | -0.044828625 |
| Mean | 1016.5817 |
| Median Absolute Deviation (MAD) | 3.1462416 |
| Skewness | -0.53043811 |
| Sum | 74038660 |
| Variance | 22.456372 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1017.653758 | 7788 | 10.7% |
| 1017.9 | 521 | 0.7% |
| 1016.4 | 510 | 0.7% |
| 1018 | 507 | 0.7% |
| 1017.8 | 502 | 0.7% |
| 1017.3 | 500 | 0.7% |
| 1017.7 | 495 | 0.7% |
| 1019.4 | 492 | 0.7% |
| 1019.1 | 490 | 0.7% |
| 1018.7 | 489 | 0.7% |
| Other values (242) | 60537 |
| Value | Count | Frequency (%) |
| 1000 | 5 | |
| 1000.1 | 7 | |
| 1000.2 | 3 | < 0.1% |
| 1000.3 | 5 | |
| 1000.4 | 2 | < 0.1% |
| 1000.5 | 3 | < 0.1% |
| 1000.6 | 4 | |
| 1000.7 | 7 | |
| 1000.8 | 8 | |
| 1000.9 | 4 |
| Value | Count | Frequency (%) |
| 1025 | 279 | |
| 1024.9 | 268 | |
| 1024.8 | 242 | |
| 1024.7 | 242 | |
| 1024.6 | 276 | |
| 1024.5 | 253 | |
| 1024.4 | 296 | |
| 1024.3 | 271 | |
| 1024.2 | 288 | |
| 1024.1 | 268 |
Pressure3pm
Real number (ℝ)
High correlation 
| Distinct | 253 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1014.1048 |
| Minimum | 1000 |
|---|---|
| Maximum | 1025 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 1005.4 |
| Q1 | 1011 |
| median | 1015.2 |
| Q3 | 1017.4 |
| 95-th percentile | 1021.3 |
| Maximum | 1025 |
| Range | 25 |
| Interquartile range (IQR) | 6.4 |
Descriptive statistics
| Standard deviation | 4.7575276 |
|---|---|
| Coefficient of variation (CV) | 0.0046913571 |
| Kurtosis | -0.22141813 |
| Mean | 1014.1048 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | -0.41751561 |
| Sum | 73858265 |
| Variance | 22.634069 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1015.258204 | 7758 | 10.7% |
| 1015.7 | 513 | 0.7% |
| 1015.5 | 502 | 0.7% |
| 1015.6 | 501 | 0.7% |
| 1015.4 | 498 | 0.7% |
| 1015.3 | 496 | 0.7% |
| 1015.8 | 493 | 0.7% |
| 1015.2 | 488 | 0.7% |
| 1013.4 | 487 | 0.7% |
| 1017.1 | 486 | 0.7% |
| Other values (243) | 60609 |
| Value | Count | Frequency (%) |
| 1000 | 17 | |
| 1000.1 | 23 | |
| 1000.2 | 26 | |
| 1000.3 | 22 | |
| 1000.4 | 29 | |
| 1000.5 | 31 | |
| 1000.6 | 19 | |
| 1000.7 | 26 | |
| 1000.8 | 30 | |
| 1000.9 | 29 |
| Value | Count | Frequency (%) |
| 1025 | 8 | < 0.1% |
| 1024.9 | 8 | < 0.1% |
| 1024.8 | 15 | |
| 1024.7 | 9 | < 0.1% |
| 1024.6 | 19 | |
| 1024.5 | 20 | |
| 1024.4 | 27 | |
| 1024.3 | 27 | |
| 1024.2 | 33 | |
| 1024.1 | 22 |
Cloud9am
Real number (ℝ)
Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2896867 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 3752 |
| Zeros (%) | 5.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 4.4371894 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.1788913 |
|---|---|
| Coefficient of variation (CV) | 0.50793716 |
| Kurtosis | -0.61984288 |
| Mean | 4.2896867 |
| Median Absolute Deviation (MAD) | 1.4371894 |
| Skewness | -0.25897529 |
| Sum | 312422.17 |
| Variance | 4.7475671 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.437189392 | 27819 | |
| 7 | 10018 | 13.8% |
| 1 | 8798 | 12.1% |
| 8 | 4797 | 6.6% |
| 6 | 4554 | 6.3% |
| 2 | 3901 | 5.4% |
| 0 | 3752 | 5.2% |
| 3 | 3411 | 4.7% |
| 5 | 3201 | 4.4% |
| 4 | 2580 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 3752 | 5.2% |
| 1 | 8798 | 12.1% |
| 2 | 3901 | 5.4% |
| 3 | 3411 | 4.7% |
| 4 | 2580 | 3.5% |
| 4.437189392 | 27819 | |
| 5 | 3201 | 4.4% |
| 6 | 4554 | 6.3% |
| 7 | 10018 | 13.8% |
| 8 | 4797 | 6.6% |
| Value | Count | Frequency (%) |
| 8 | 4797 | 6.6% |
| 7 | 10018 | 13.8% |
| 6 | 4554 | 6.3% |
| 5 | 3201 | 4.4% |
| 4.437189392 | 27819 | |
| 4 | 2580 | 3.5% |
| 3 | 3411 | 4.7% |
| 2 | 3901 | 5.4% |
| 1 | 8798 | 12.1% |
| 0 | 3752 | 5.2% |
Cloud3pm
Real number (ℝ)
High correlation  Zeros 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3045771 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 2067 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4.5031669 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.0095743 |
|---|---|
| Coefficient of variation (CV) | 0.46684594 |
| Kurtosis | -0.40717762 |
| Mean | 4.3045771 |
| Median Absolute Deviation (MAD) | 0.5031669 |
| Skewness | -0.26188836 |
| Sum | 313506.66 |
| Variance | 4.038389 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.5031669 | 29731 | |
| 1 | 8664 | 11.9% |
| 7 | 8619 | 11.8% |
| 6 | 4688 | 6.4% |
| 2 | 4317 | 5.9% |
| 3 | 4123 | 5.7% |
| 5 | 3815 | 5.2% |
| 8 | 3798 | 5.2% |
| 4 | 3009 | 4.1% |
| 0 | 2067 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 2067 | 2.8% |
| 1 | 8664 | 11.9% |
| 2 | 4317 | 5.9% |
| 3 | 4123 | 5.7% |
| 4 | 3009 | 4.1% |
| 4.5031669 | 29731 | |
| 5 | 3815 | 5.2% |
| 6 | 4688 | 6.4% |
| 7 | 8619 | 11.8% |
| 8 | 3798 | 5.2% |
| Value | Count | Frequency (%) |
| 8 | 3798 | 5.2% |
| 7 | 8619 | 11.8% |
| 6 | 4688 | 6.4% |
| 5 | 3815 | 5.2% |
| 4.5031669 | 29731 | |
| 4 | 3009 | 4.1% |
| 3 | 4123 | 5.7% |
| 2 | 4317 | 5.9% |
| 1 | 8664 | 11.9% |
| 0 | 2067 | 2.8% |
Temp9am
Real number (ℝ)
High correlation 
| Distinct | 202 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.985961 |
| Minimum | 10 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 11.8 |
| Q1 | 15.2 |
| median | 18.5 |
| Q3 | 22.4 |
| 95-th percentile | 27.7 |
| Maximum | 30 |
| Range | 20 |
| Interquartile range (IQR) | 7.2 |
Descriptive statistics
| Standard deviation | 4.7867786 |
|---|---|
| Coefficient of variation (CV) | 0.25212201 |
| Kurtosis | -0.73062848 |
| Mean | 18.985961 |
| Median Absolute Deviation (MAD) | 3.6 |
| Skewness | 0.28941882 |
| Sum | 1382766.5 |
| Variance | 22.913249 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 619 | 0.8% |
| 16 | 591 | 0.8% |
| 16.5 | 582 | 0.8% |
| 16.6 | 581 | 0.8% |
| 17.8 | 568 | 0.8% |
| 15.2 | 565 | 0.8% |
| 17.6 | 565 | 0.8% |
| 17.2 | 562 | 0.8% |
| 17.5 | 561 | 0.8% |
| 15.4 | 550 | 0.8% |
| Other values (192) | 67087 |
| Value | Count | Frequency (%) |
| 10 | 158 | |
| 10.1 | 143 | |
| 10.2 | 145 | |
| 10.3 | 140 | |
| 10.4 | 151 | |
| 10.5 | 171 | |
| 10.6 | 154 | |
| 10.7 | 168 | |
| 10.8 | 202 | |
| 10.9 | 175 |
| Value | Count | Frequency (%) |
| 30 | 129 | |
| 29.9 | 111 | |
| 29.8 | 115 | |
| 29.7 | 126 | |
| 29.6 | 119 | |
| 29.5 | 125 | |
| 29.4 | 145 | |
| 29.3 | 118 | |
| 29.2 | 139 | |
| 29.1 | 136 |
Temp3pm
Real number (ℝ)
High correlation 
| Distinct | 269 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.570073 |
| Minimum | 15 |
|---|---|
| Maximum | 43.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 16.3 |
| Q1 | 19.7 |
| median | 23 |
| Q3 | 27 |
| 95-th percentile | 32.2 |
| Maximum | 43.8 |
| Range | 28.8 |
| Interquartile range (IQR) | 7.3 |
Descriptive statistics
| Standard deviation | 4.9031708 |
|---|---|
| Coefficient of variation (CV) | 0.20802527 |
| Kurtosis | -0.47981511 |
| Mean | 23.570073 |
| Median Absolute Deviation (MAD) | 3.6 |
| Skewness | 0.39932671 |
| Sum | 1716632 |
| Variance | 24.041084 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.68723497 | 1840 | 2.5% |
| 20 | 575 | 0.8% |
| 23 | 565 | 0.8% |
| 19 | 545 | 0.7% |
| 22.6 | 537 | 0.7% |
| 21.9 | 534 | 0.7% |
| 22 | 530 | 0.7% |
| 21 | 529 | 0.7% |
| 19.4 | 520 | 0.7% |
| 21.5 | 518 | 0.7% |
| Other values (259) | 66138 |
| Value | Count | Frequency (%) |
| 15 | 276 | |
| 15.1 | 227 | |
| 15.2 | 244 | |
| 15.3 | 229 | |
| 15.4 | 234 | |
| 15.5 | 242 | |
| 15.6 | 264 | |
| 15.7 | 237 | |
| 15.8 | 281 | |
| 15.9 | 273 |
| Value | Count | Frequency (%) |
| 43.8 | 1 | < 0.1% |
| 43.5 | 3 | |
| 42.8 | 1 | < 0.1% |
| 42.7 | 1 | < 0.1% |
| 42.5 | 1 | < 0.1% |
| 41.3 | 2 | |
| 41.2 | 1 | < 0.1% |
| 41.1 | 2 | |
| 40.9 | 1 | < 0.1% |
| 40.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| False | 60603 | |
| True | 12228 | 16.8% |
RainTomorrow
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 640.1 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 60513 | |
| True | 12318 | 16.9% |
Interactions
Correlations
| Cloud3pm | Cloud9am | Evaporation | Humidity3pm | Humidity9am | Location | MaxTemp | MinTemp | Pressure3pm | Pressure9am | RainToday | RainTomorrow | Rainfall | Sunshine | Temp3pm | Temp9am | WindDir3pm | WindDir9am | WindGustDir | WindGustSpeed | WindSpeed3pm | WindSpeed9am | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Cloud3pm | 1.000 | 0.460 | -0.082 | 0.258 | 0.177 | 0.284 | -0.113 | 0.059 | -0.055 | -0.100 | 0.157 | 0.229 | 0.151 | -0.505 | -0.145 | -0.029 | 0.051 | 0.044 | 0.054 | 0.076 | 0.008 | 0.046 |
| Cloud9am | 0.460 | 1.000 | -0.056 | 0.265 | 0.275 | 0.306 | -0.127 | 0.131 | -0.036 | -0.094 | 0.176 | 0.172 | 0.193 | -0.472 | -0.124 | -0.031 | 0.050 | 0.050 | 0.063 | 0.064 | 0.043 | 0.040 |
| Evaporation | -0.082 | -0.056 | 1.000 | -0.101 | -0.214 | 0.267 | 0.365 | 0.301 | -0.162 | -0.157 | 0.172 | 0.067 | -0.170 | 0.191 | 0.344 | 0.356 | 0.065 | 0.068 | 0.066 | 0.092 | 0.089 | 0.061 |
| Humidity3pm | 0.258 | 0.265 | -0.101 | 1.000 | 0.484 | 0.224 | -0.204 | 0.332 | 0.007 | -0.063 | 0.227 | 0.284 | 0.270 | -0.269 | -0.261 | 0.179 | 0.096 | 0.058 | 0.070 | -0.025 | 0.125 | 0.005 |
| Humidity9am | 0.177 | 0.275 | -0.214 | 0.484 | 1.000 | 0.121 | -0.116 | 0.103 | 0.004 | -0.028 | 0.293 | 0.181 | 0.322 | -0.251 | -0.101 | -0.111 | 0.044 | 0.046 | 0.042 | -0.144 | -0.088 | -0.226 |
| Location | 0.284 | 0.306 | 0.267 | 0.224 | 0.121 | 1.000 | 0.243 | 0.274 | 0.210 | 0.199 | 0.103 | 0.097 | 0.026 | 0.278 | 0.228 | 0.265 | 0.231 | 0.207 | 0.261 | 0.162 | 0.188 | 0.198 |
| MaxTemp | -0.113 | -0.127 | 0.365 | -0.204 | -0.116 | 0.243 | 1.000 | 0.642 | -0.371 | -0.271 | 0.151 | 0.079 | -0.170 | 0.213 | 0.956 | 0.814 | 0.110 | 0.114 | 0.120 | -0.041 | -0.025 | -0.108 |
| MinTemp | 0.059 | 0.131 | 0.301 | 0.332 | 0.103 | 0.274 | 0.642 | 1.000 | -0.327 | -0.339 | 0.138 | 0.126 | 0.112 | -0.001 | 0.612 | 0.868 | 0.121 | 0.090 | 0.113 | 0.072 | 0.136 | 0.092 |
| Pressure3pm | -0.055 | -0.036 | -0.162 | 0.007 | 0.004 | 0.210 | -0.371 | -0.327 | 1.000 | 0.932 | 0.115 | 0.191 | -0.057 | 0.004 | -0.339 | -0.358 | 0.103 | 0.075 | 0.090 | -0.201 | -0.128 | -0.030 |
| Pressure9am | -0.100 | -0.094 | -0.157 | -0.063 | -0.028 | 0.199 | -0.271 | -0.339 | 0.932 | 1.000 | 0.170 | 0.181 | -0.141 | 0.046 | -0.234 | -0.326 | 0.090 | 0.072 | 0.081 | -0.254 | -0.173 | -0.091 |
| RainToday | 0.157 | 0.176 | 0.172 | 0.227 | 0.293 | 0.103 | 0.151 | 0.138 | 0.115 | 0.170 | 1.000 | 0.179 | 0.251 | 0.157 | 0.138 | 0.064 | 0.102 | 0.145 | 0.099 | 0.113 | 0.064 | 0.102 |
| RainTomorrow | 0.229 | 0.172 | 0.067 | 0.284 | 0.181 | 0.097 | 0.079 | 0.126 | 0.191 | 0.181 | 0.179 | 1.000 | 0.087 | 0.256 | 0.082 | 0.069 | 0.118 | 0.099 | 0.105 | 0.186 | 0.076 | 0.058 |
| Rainfall | 0.151 | 0.193 | -0.170 | 0.270 | 0.322 | 0.026 | -0.170 | 0.112 | -0.057 | -0.141 | 0.251 | 0.087 | 1.000 | -0.176 | -0.164 | -0.037 | 0.008 | 0.014 | 0.006 | 0.112 | 0.064 | 0.103 |
| Sunshine | -0.505 | -0.472 | 0.191 | -0.269 | -0.251 | 0.278 | 0.213 | -0.001 | 0.004 | 0.046 | 0.157 | 0.256 | -0.176 | 1.000 | 0.231 | 0.127 | 0.069 | 0.064 | 0.063 | -0.045 | 0.055 | 0.003 |
| Temp3pm | -0.145 | -0.124 | 0.344 | -0.261 | -0.101 | 0.228 | 0.956 | 0.612 | -0.339 | -0.234 | 0.138 | 0.082 | -0.164 | 0.231 | 1.000 | 0.773 | 0.117 | 0.115 | 0.122 | -0.073 | -0.049 | -0.111 |
| Temp9am | -0.029 | -0.031 | 0.356 | 0.179 | -0.111 | 0.265 | 0.814 | 0.868 | -0.358 | -0.326 | 0.064 | 0.069 | -0.037 | 0.127 | 0.773 | 1.000 | 0.128 | 0.097 | 0.123 | 0.026 | 0.125 | 0.017 |
| WindDir3pm | 0.051 | 0.050 | 0.065 | 0.096 | 0.044 | 0.231 | 0.110 | 0.121 | 0.103 | 0.090 | 0.102 | 0.118 | 0.008 | 0.069 | 0.117 | 0.128 | 1.000 | 0.184 | 0.338 | 0.081 | 0.067 | 0.067 |
| WindDir9am | 0.044 | 0.050 | 0.068 | 0.058 | 0.046 | 0.207 | 0.114 | 0.090 | 0.075 | 0.072 | 0.145 | 0.099 | 0.014 | 0.064 | 0.115 | 0.097 | 0.184 | 1.000 | 0.218 | 0.059 | 0.060 | 0.115 |
| WindGustDir | 0.054 | 0.063 | 0.066 | 0.070 | 0.042 | 0.261 | 0.120 | 0.113 | 0.090 | 0.081 | 0.099 | 0.105 | 0.006 | 0.063 | 0.122 | 0.123 | 0.338 | 0.218 | 1.000 | 0.101 | 0.065 | 0.073 |
| WindGustSpeed | 0.076 | 0.064 | 0.092 | -0.025 | -0.144 | 0.162 | -0.041 | 0.072 | -0.201 | -0.254 | 0.113 | 0.186 | 0.112 | -0.045 | -0.073 | 0.026 | 0.081 | 0.059 | 0.101 | 1.000 | 0.617 | 0.498 |
| WindSpeed3pm | 0.008 | 0.043 | 0.089 | 0.125 | -0.088 | 0.188 | -0.025 | 0.136 | -0.128 | -0.173 | 0.064 | 0.076 | 0.064 | 0.055 | -0.049 | 0.125 | 0.067 | 0.060 | 0.065 | 0.617 | 1.000 | 0.455 |
| WindSpeed9am | 0.046 | 0.040 | 0.061 | 0.005 | -0.226 | 0.198 | -0.108 | 0.092 | -0.030 | -0.091 | 0.102 | 0.058 | 0.103 | 0.003 | -0.111 | 0.017 | 0.067 | 0.115 | 0.073 | 0.498 | 0.455 | 1.000 |
Missing values
Sample
| Date | Location | MinTemp | MaxTemp | Rainfall | Evaporation | Sunshine | WindGustDir | WindGustSpeed | WindDir9am | WindDir3pm | WindSpeed9am | WindSpeed3pm | Humidity9am | Humidity3pm | Pressure9am | Pressure3pm | Cloud9am | Cloud3pm | Temp9am | Temp3pm | RainToday | RainTomorrow | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2008-12-01 | Albury | 13.4 | 22.9 | 0.600000 | 5.469824 | 7.624853 | W | 44.0 | W | WNW | 20.000000 | 24.0 | 71.0 | 22.0 | 1007.7 | 1007.1 | 8.000000 | 4.503167 | 16.9 | 21.8 | No | No |
| 1 | 2008-12-02 | Albury | 7.4 | 25.1 | 0.000000 | 5.469824 | 7.624853 | WNW | 44.0 | NNW | WSW | 4.000000 | 22.0 | 44.0 | 25.0 | 1010.6 | 1007.8 | 4.437189 | 4.503167 | 17.2 | 24.3 | No | No |
| 2 | 2008-12-03 | Albury | 12.9 | 25.7 | 0.000000 | 5.469824 | 7.624853 | WSW | 46.0 | W | WSW | 19.000000 | 26.0 | 38.0 | 30.0 | 1007.6 | 1008.7 | 4.437189 | 2.000000 | 21.0 | 23.2 | No | No |
| 4 | 2008-12-05 | Albury | 17.5 | 32.3 | 1.000000 | 5.469824 | 7.624853 | W | 41.0 | ENE | NW | 7.000000 | 20.0 | 82.0 | 33.0 | 1010.8 | 1006.0 | 7.000000 | 8.000000 | 17.8 | 29.7 | No | No |
| 5 | 2008-12-06 | Albury | 14.6 | 29.7 | 0.200000 | 5.469824 | 7.624853 | WNW | 56.0 | W | W | 19.000000 | 24.0 | 55.0 | 23.0 | 1009.2 | 1005.4 | 4.437189 | 4.503167 | 20.6 | 28.9 | No | No |
| 9 | 2008-12-10 | Albury | 13.1 | 30.1 | 1.400000 | 5.469824 | 7.624853 | W | 28.0 | S | SSE | 15.000000 | 11.0 | 58.0 | 27.0 | 1007.0 | 1005.7 | 4.437189 | 4.503167 | 20.1 | 28.2 | Yes | No |
| 10 | 2008-12-11 | Albury | 13.4 | 30.4 | 0.000000 | 5.469824 | 7.624853 | N | 30.0 | SSE | ESE | 17.000000 | 6.0 | 48.0 | 22.0 | 1011.8 | 1008.7 | 4.437189 | 4.503167 | 20.4 | 28.8 | No | Yes |
| 13 | 2008-12-14 | Albury | 12.6 | 21.0 | 3.600000 | 5.469824 | 7.624853 | SW | 44.0 | W | SSW | 24.000000 | 20.0 | 65.0 | 43.0 | 1001.2 | 1001.8 | 4.437189 | 7.000000 | 15.8 | 19.8 | Yes | No |
| 14 | 2008-12-16 | Albury | 9.8 | 27.7 | 2.349974 | 5.469824 | 7.624853 | WNW | 50.0 | N | WNW | 14.001988 | 22.0 | 50.0 | 28.0 | 1013.4 | 1010.3 | 0.000000 | 4.503167 | 17.3 | 26.2 | No | No |
| 16 | 2008-12-18 | Albury | 13.5 | 22.9 | 16.800000 | 5.469824 | 7.624853 | W | 63.0 | N | WNW | 6.000000 | 20.0 | 80.0 | 65.0 | 1005.8 | 1002.2 | 8.000000 | 1.000000 | 18.0 | 21.5 | Yes | Yes |
| Date | Location | MinTemp | MaxTemp | Rainfall | Evaporation | Sunshine | WindGustDir | WindGustSpeed | WindDir9am | WindDir3pm | WindSpeed9am | WindSpeed3pm | Humidity9am | Humidity3pm | Pressure9am | Pressure3pm | Cloud9am | Cloud3pm | Temp9am | Temp3pm | RainToday | RainTomorrow | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142161 | 2017-05-24 | Uluru | 10.1 | 26.7 | 0.0 | 5.469824 | 7.624853 | E | 41.0 | ESE | E | 22.0 | 17.0 | 55.0 | 29.0 | 1022.6 | 1018.6 | 4.437189 | 4.503167 | 14.8 | 25.7 | No | No |
| 142162 | 2017-05-25 | Uluru | 14.6 | 26.3 | 0.0 | 5.469824 | 7.624853 | S | 37.0 | SSW | S | 19.0 | 20.0 | 61.0 | 36.0 | 1022.0 | 1018.6 | 7.000000 | 1.000000 | 15.4 | 25.0 | No | No |
| 142163 | 2017-05-26 | Uluru | 14.3 | 27.6 | 0.4 | 5.469824 | 7.624853 | WNW | 39.0 | N | NW | 0.0 | 20.0 | 68.0 | 27.0 | 1020.5 | 1016.1 | 4.000000 | 7.000000 | 16.1 | 27.2 | No | No |
| 142165 | 2017-05-28 | Uluru | 8.0 | 24.6 | 0.0 | 5.469824 | 7.624853 | E | 33.0 | SE | ESE | 11.0 | 13.0 | 46.0 | 25.0 | 1021.7 | 1018.8 | 4.000000 | 4.503167 | 13.8 | 23.5 | No | No |
| 142166 | 2017-05-29 | Uluru | 12.7 | 22.2 | 0.0 | 5.469824 | 7.624853 | E | 37.0 | E | ESE | 19.0 | 13.0 | 59.0 | 34.0 | 1024.3 | 1021.7 | 8.000000 | 8.000000 | 13.9 | 21.0 | No | No |
| 142184 | 2017-06-16 | Uluru | 5.2 | 24.3 | 0.0 | 5.469824 | 7.624853 | E | 24.0 | SE | E | 11.0 | 11.0 | 53.0 | 24.0 | 1023.8 | 1020.0 | 4.437189 | 4.503167 | 12.3 | 23.3 | No | No |
| 142189 | 2017-06-21 | Uluru | 2.8 | 23.4 | 0.0 | 5.469824 | 7.624853 | E | 31.0 | SE | ENE | 13.0 | 11.0 | 51.0 | 24.0 | 1024.6 | 1020.3 | 4.437189 | 4.503167 | 10.1 | 22.4 | No | No |
| 142190 | 2017-06-22 | Uluru | 3.6 | 25.3 | 0.0 | 5.469824 | 7.624853 | NNW | 22.0 | SE | N | 13.0 | 9.0 | 56.0 | 21.0 | 1023.5 | 1019.1 | 4.437189 | 4.503167 | 10.9 | 24.5 | No | No |
| 142191 | 2017-06-23 | Uluru | 5.4 | 26.9 | 0.0 | 5.469824 | 7.624853 | N | 37.0 | SE | WNW | 9.0 | 9.0 | 53.0 | 24.0 | 1021.0 | 1016.8 | 4.437189 | 4.503167 | 12.5 | 26.1 | No | No |
| 142192 | 2017-06-24 | Uluru | 7.8 | 27.0 | 0.0 | 5.469824 | 7.624853 | SE | 28.0 | SSE | N | 13.0 | 7.0 | 51.0 | 24.0 | 1019.4 | 1016.5 | 3.000000 | 2.000000 | 15.1 | 26.0 | No | No |